Tatinati Sivanagaraja

About Tatinati Sivanagaraja

Tatinati Sivanagaraja, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of Machine Learning, Internet of Things, Biomedical signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

YZR-net: Self-supervised Hidden representations Invariant to Transformations for profanity detection

Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms

Grade prediction from multi-valued click-stream traces via Bayesian-regularized deep neural networks

Regularized phrase-based topic model for automatic question classification with domain-agnostic class labels

Context-based data model for effective real-time learning analytics

Controllable question generation via sequence-to-sequence neural model with auxiliary information

Physiological tremor filtering without phase distortion for robotic microsurgery

Distilling essence of a question: A hierarchical architecture for question quality in community question answering sites

Tatinati Sivanagaraja Information

University

Position

Research Fellow

Citations(all)

553

Citations(since 2020)

383

Cited By

336

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

14

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Tatinati Sivanagaraja Skills & Research Interests

Machine Learning

Internet of Things

Biomedical signal processing

Top articles of Tatinati Sivanagaraja

Title

Journal

Author(s)

Publication Date

YZR-net: Self-supervised Hidden representations Invariant to Transformations for profanity detection

arXiv preprint arXiv:2211.15532

Vedant Sandeep Joshi

Sivanagaraja Tatinati

Yubo Wang

2022/11/22

Looking For A Match: Self-supervised Clustering For Automatic Doubt Matching In e-learning Platforms

arXiv preprint arXiv:2208.09600

Vedant Sandeep Joshi

Sivanagaraja Tatinati

Yubo Wang

2022/8/20

Grade prediction from multi-valued click-stream traces via Bayesian-regularized deep neural networks

IEEE Transactions on Signal Processing

Kelvin HR Ng

Sivanagaraja Tatinati

Andy WH Khong

2021/2/8

Regularized phrase-based topic model for automatic question classification with domain-agnostic class labels

IEEE/ACM Transactions on Audio, Speech, and Language Processing

S Supraja

Andy WH Khong

Sivanagaraja Tatinati

2021/11/12

Context-based data model for effective real-time learning analytics

IEEE Transactions on Learning Technologies

Kai Liu

Sivanagaraja Tatinati

Andy WH Khong

2020/9/28

Controllable question generation via sequence-to-sequence neural model with auxiliary information

Zhen Cao

Sivanagaraja Tatinati

Andy WH Khong

2020/7/19

Physiological tremor filtering without phase distortion for robotic microsurgery

IEEE Transactions on Automation Science and Engineering

Kabita Adhikari

Sivanagaraja Tatinati

Kalyana C Veluvolu

Jonathon A Chambers

2020/12/18

Distilling essence of a question: A hierarchical architecture for question quality in community question answering sites

Mun Kit Ho

Sivanagaraja Tatinati

Andy WH Khong

2020/7/19

Hybrid method based on random convolution nodes for short-term wind speed forecasting

IEEE Transactions on Industrial Informatics

Sivanagaraja Tatinati

Yubo Wang

Andy WH Khong

2020/12/9

A weighted feature extraction technique based on temporal accumulation of learner behavior features for early prediction of dropouts

Kai Liu

Sivanagaraja Tatinati

Andy WH Khong

2020/12/8

Fast and accurate online sequential learning of respiratory motion with random convolution nodes for radiotherapy applications

Applied Soft Computing

Yubo Wang

Zhibin Yu

Tatinati Sivanagaraja

Kalyana C Veluvolu

2020/10/1

See List of Professors in Tatinati Sivanagaraja University(Nanyang Technological University)

Co-Authors

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